Image Classification on EMNIST iid (47 classes/client) CONV4, 50 rounds (test)
88.9AccuracyNone
Evaluation results
| Method | Links | |
|---|---|---|
| NoneCompressor=None2025.12 | 88.9 | |
| DirectCompressor=Top-k, Param=k=10%2025.12 | 88.9 | |
| CAFeCompressor=Top-k, Param=k=10%2025.12 | 88.9 | |
| CAFeCompressor=Low-rank, Param=rank=12025.12 | 87 | |
| CAFeCompressor=Rank-1 + Quantizer, Param=3 bits2025.12 | 87 | |
| DirectCompressor=Rank-1 + Quantizer, Param=3 bits2025.12 | 83.7 | |
| DirectCompressor=Low-rank, Param=rank=12025.12 | 83.5 |